Empirical Bayes Estimation of Dynamic Bayesian Networks
Calculate the Approximate Area Under the Curve (AUC)
Calculate Sensitivity and Specificity of a Network
Change the Format of Longitudinal Data to be Compatible with EBDBN
Internal functions for Empirical Bayes Dynamic Bayesian Network (EBDBN...
Empirical Bayes Dynamic Bayesian Network (EBDBN) Estimation
Empirical Bayes Dynamic Bayesian Network (EBDBN) Inference
Perform Singular Value Decomposition of Block-Hankel Matrix
Visualize EBDBN network
Simulate Simple Autoregressive Process
Infer the adjacency matrix of a network from time course data using an empirical Bayes estimation procedure based on Dynamic Bayesian Networks.